R Analytics Programming TRAINING

Best R Analytics Programming training in Bangalore

R Analytics Programming Training in Bangalore

R Analytics Programming Training in Bangalore offered by My Training Bangalore is focused on providing you with the Best R Analytics Programming Course in Bangalore where we train all our students from the Basic Level of Training where we teach all the basic concepts to make our students thorough with all the Basics to the advanced level. All these training is undergone not only theoretically but also are executed on the real-time basis.

Our R Analytics Programming Course in Bangalore is the best course which is taken by most of the IT Professionals who are working in the programming Field. So, do not miss this great opportunity to learn and to grow in R Analytics Programming by taking our best R Analytics Programming Training in Bangalore only at My Training Bangalore which is the Best R Analytics Programming Training Institute in Bangalore, where we focus on each and every student individually. My Training Bangalore would be named as one of the Best Training institutes to learn R Analytics Programming and all the concepts of R Analytics Programming Applications.

We have a very good staff consisting of professionals and skilled Trainers with a very good experience. We help you to build your career by providing you with all the required skills which will make you ready as per the industrial standards. We mainly train students on Basic fundamentals to Expert level. The R Analytics Programming Courses will help you to boost your knowledge and skills which will help you to improve and to become a very good and successful R Analytics Programming Professional.

Learn R Analytics Programming in Bangalore at My Training Bangalore

Information Technology field’s demands are increasing every day and there are very less skilled professionals whereas the competitions are getting more and higher. The demand for R Analytics Programming never reduces and R Analytics Programming Course is one of the best course which is always in demand and which produces many vacancies every year. Especially, the demand for R Analytics Programming training is always at its peak and the level of demand continues to grow gradually and they need some special quality to achieve what they are really looking for in a candidate.

R is a language and environment for statistical computing and graphics. R provides a wide variety of statistical and graphical techniques and is highly extensible. R provides an Open Source route to participation in that activity. One of R’s strengths is the ease with which well-designed publication-quality plots can be produced, including mathematical symbols and formulae where needed. Great care has been taken over the defaults for the minor design choices in graphics, but the user retains full control.

Utilize these Benefits which you can gain only through learning R Analytics Programming through the Best Institute i.e. My Training Bangalore and get a kick-start to your Carrer by getting placed for the role of in any of the Best IT Firms or Companies.

This training course and its topics are designed with the help of several working professionals. After finishing this training you will be able to solve all the problems, which will be the real-time scenarios in all companies, very easily.

While Completion of the course, we will be covering majorly all the topics like Introduction to Data Analytics, Introduction to R programming, Data Manipulation in R, Data Import techniques in R, Exploratory data Analysis, Overview of Machine Learning techniques.

Why R Analytics Programming Training at My Training Bangalore

Since R Analytics Programming is in huge Demands in all the MNC IT Companies as the demand for it is growing and rising Each and Every Day and R Analytics Programming Professionals are having a huge Demand and Value in the Market. All the companies have started implementing up all the R Analytics Programming Based software and Developers in their respective fields and in such a condition, it is always better to boost your career and keeping yourself upgraded by learning and taking R Analytics Programming Course in Bangalore only at My Training Bangalore.

Benefits of R Analytics Programming Tutorials

One of the best benefits of using R Analytics Programming is, it is cost-effective, easy and due to which every business is trying to implement it. At this phase of time, it would really be a very good choice to take R Analytics Programming Training from My Training Bangalore.

R Analytics Programming Plays a Vital role in every IT and Programming Industry because it has the power to transform the business world and execute all the works easily and in a faster way with less number of resources. The Employees are getting more engaged in work with the help of R Analytics Programming. You can expect to get a very good package as a R Analytics Programming Professional.

My Training Bangalore provides R Analytics Programming Training in Bangalore which you should take to set a goal and build your career. There is a lot of scope in R Analytics Programming and our institute is mainly focusing on the students who are willing to upgrade their skills and trying to be competitive. Our trainers are some of the most knowledgeable in the industry with profound empirical knowledge and an enviable proficiency in theories. By following a student-centric approach to teaching, they have been ensuring impeccable learning outcomes in students. Our IT Training Institute who are providing the best IT Courses in Bangalore as we offer all the popular courses training which is very much in demand and are booming at these present industrial scenarios far as industry needs and standards are concerned. We always intend to provide the best training to all our student in Bangalore so that they can start their career or switch their career to any desired stream. Our Institute will always provide all kinds of support and help to build all our students career. Our Trainers as well are very supportive and friendly with all the students and provide them daily assignments and keep them updated with all the latest topics with it

Do not miss this great opportunity and grab it by enrolling your name with us and take our R Analytics Programming Course as this would help you to grow in your career. Taking R Analytics Programming Training from a reliable and renowned institute will help you to learn a lot from your R Analytics Programming coaching classes. R Analytics Programming training Bangalore is reliable, and when you join My Training Bangalore, you ensure all-round development for yourself in this field.

Opportunities: R Analytics Programming Jobs in Bangalore

The main reason for choosing R Analytics Programming and getting an R Analytics Programming certification course done is, it opens up a multitude of career avenues for you. And that is probably the reason this course is so much in demand and other parts of the world. And when it comes to job opportunities, there is a range of designations that you can fill starting from R Analytics Programming Developer to R Analytics Programming Project Manager.

Some of the major benefits of choosing R Analytics Programming Training are:

• You can Develop your skills & build your portfolio by learning with us.
• You will learn how to Use problem-solving skills
• You can Get all the information about the opportunities in various sections
• You can also gain some experience in the working environment as you will get an opportunity to work in real time and do all the implementation.

Our Placement Assistance and Services

• We Provide 100% Placement Assistance after completion of your Training.
• We also help you in writing Resumes and preparation of it.
• Our Trainers are always supportive in providing.
• We Provide Mock Tests to all our Students.
• We also take Mock Interviews.
• Many Companies who are in tie-up with us are contacting us to hire our Trained Professionals.

Our Overall Course Duration

• 45 Days Classes including Practical Classes
• Get Hands-On Experience on Every Modules
• We have Weekdays Classes
• We also have Weekend Classes

You can Book a Demo Class and get all the details in our Demo Class from our Trainer. We do have the flexibility in timings. You may be a student who is just out of your college or a working employee who is trying to learn in the free time. We can arrange and schedule for you a demo class as per your convenience. We also have backup classes, that will help you to attend classes which you have missed due to any reasons. We also provide all the placement support to all our students so that they can attend all the interviews and get placed. Learn from us what you desire to, gain the knowledge from our experts who are having more than 6+ years of experience only in their respective field and they also have all kinds of practical knowledge which they will share with all the students by providing regular assignments and tasks. This will build all the students who are taking classes industry ready. Once the student completes the course in My Training Bangalore will be ready to start working in the industrial environment as they have gained all the real-time experience in our institute. We have always got a very good response and feedback from all our students who have completed their course in My Training Bangalore.

R Analytics Programming Course Content

Introduction to R

R language for statistical programming, the various features of R, introduction to R Studio, the statistical packages, familiarity with different data types and functions, learning to deploy them in various scenarios, use SQL to apply ‘join’ function, components of R Studio like code editor, visualization and debugging tools, learn about R-bind.

R-Packages

R Functions, code compilation and data in well-defined format called R-Packages, learn about R-Package structure, Package metadata and testing, CRAN (Comprehensive R Archive Network), Vector creation and variables values assignment.

Sorting Dataframe

R functionality, Rep Function, generating Repeats, Sorting and generating Factor Levels, Transpose and Stack Function.

Matrices and Vectors

Introduction to matrix and vector in R, understanding the various functions like Merge, Strsplit, Matrix manipulation, rowSums, rowMeans, colMeans, colSums, sequencing, repetition, indexing and other functions.

Reading data from external files

Understanding subscripts in plots in R, how to obtain parts of vectors, using subscripts with arrays, as logical variables, with lists, understanding how to read data from external files.

Generating plots

Generate plot in R, Graphs, Bar Plots, Line Plots, Histogram, components of Pie Chart.

Analysis of Variance (ANOVA)

Understanding Analysis of Variance (ANOVA) statistical technique, working with Pie Charts, Histograms, deploying ANOVA with R, one way ANOVA, two way ANOVA.

K-means Clustering

K-Means Clustering for Cluster & Affinity Analysis, Cluster Algorithm, cohesive subset of items, solving clustering issues, working with large datasets, association rule mining affinity analysis for data mining and analysis and learning co-occurrence relationships.

Association Rule Mining

Introduction to Association Rule Mining, the various concepts of Association Rule Mining, various methods to predict relations between variables in large datasets, the algorithm and rules of Association Rule Mining, understanding single cardinality.

Regression in R

Understanding what is Simple Linear Regression, the various equations of Line, Slope, Y-Intercept Regression Line, deploying analysis using Regression, the least square criterion, interpreting the results, standard error to estimate and measure of variation.

Analyzing Relationship with Regression

Scatter Plots, Two variable Relationship, Simple Linear Regression analysis, Line of best fit

Advance Regression

Deep understanding of the measure of variation, the concept of co-efficient of determination, F-Test, the test statistic with an F-distribution, advanced regression in R, prediction linear regression.

Logistic Regression

Logistic Regression Mean, Logistic Regression in R.

Advance Logistic Regression

Advanced logistic regression, understanding how to do prediction using logistic regression, ensuring the model is accurate, understanding sensitivity and specificity, confusion matrix, what is ROC, a graphical plot illustrating binary classifier system, ROC curve in R for determining sensitivity/specificity trade-offs for a binary classifier.

Receiver Operating Characteristic (ROC)

Detailed understanding of ROC, area under ROC Curve, converting the variable, data set partitioning, understanding how to check for multicollinearlity, how two or more variables are highly correlated, building of model, advanced data set partitioning, interpreting of the output, predicting the output, detailed confusion matrix, deploying the Hosmer-Lemeshow test for checking whether the observed event rates match the expected event rates.

Kolmogorov Smirnov Chart

Data analysis with R, understanding the WALD test, MC Fadden’s pseudo R-squared, the significance of the area under ROC Curve, Kolmogorov Smirnov Chart which is non-parametric test of one dimensional probability distribution.

Database connectivity with R

Connecting to various databases from the R environment, deploying the ODBC tables for reading the data, visualization of the performance of the algorithm using Confusion Matrix.

Integrating R with Hadoop

Creating an integrated environment for deploying R on Hadoop platform, working with R Hadoop, RMR package and R Hadoop Integrated Programming Environment, R programming for MapReduce jobs and Hadoop execution.

R Case Studies

Logistic Regression Case Study

In this case study you will get a detailed understanding of the advertisement spends of a company that will help to drive more sales. You will deploy logistic regression to forecast the future trends, detect patterns, uncover insights and more all through the power of R programming. Due to this the future advertisement spends can be decided and optimized for higher revenues.

Multiple Regression Case Study

You will understand how to compare the miles per gallon (MPG) of a car based on the various parameters. You will deploy multiple regression and note down the MPG for car make, model, speed, load conditions, etc. It includes the model building, model diagnostic, checking the ROC curve, among other things.

Receiver Operating Characteristic (ROC) case study

You will work with various data sets in R, deploy data exploration methodologies, build scalable models, predict the outcome with highest precision, diagnose the model that you have created with various real world data, check the ROC curve and more.

Frequently asked questions